Steven Robbins

@stevenjrobbins.bsky.social

Do my science @ace_uq studying coral reef microbiomes. Data wrangler, meta-omics and long-read wonk, clean energy enthusiast, Saganist zealot, collector of weird zoology facts, other nonsense.

Session proposals are now open for ASM Microbe 2027 ! asm.org/events/asm-m... If there is a specific topic or speaker you would like to see in Chicago, this is your chance (until Aug 12) ! This is for Micro Symposia and Hub Sessions, but my DMs are open if you have ideas for bigger AEM sessions

ASM Microbe | Overview

ASM Microbe showcases the best microbial sciences in the world and provides a one-of-a-kind forum to explore everything from basic microbiology to translation and application.

asm.org

For 10+ years, short reads left the ocean's most dominant microbes unstudied. Now we can finally see them. Steven & the team used nanopore reads to assemble the ocean's most abundant "Ghost Taxa." The microbes, invisible for a decade, could also reflect the condition of the reef around them. #WYMM

Steven Robbins@stevenjrobbins.bsky.social · 2w ago

It's out! Excited to present the Great Barrier Reef Microbial Genomes Database (GBR-MGD), a comprehensive DB of 1000s of high-quality prokaryote, virus, plasmid, and chromosome-level eukaryote MAGs using Nanopore long reads. Subthreads incoming. Please share widely. 🙂 www.nature.com/articles/s41...

It's out! Excited to present the Great Barrier Reef Microbial Genomes Database (GBR-MGD), a comprehensive DB of 1000s of high-quality prokaryote, virus, plasmid, and chromosome-level eukaryote MAGs using Nanopore long reads. Subthreads incoming. Please share widely. 🙂 www.nature.com/articles/s41...

The planktonic microbiome of the Great Barrier Reef - Nature

The Great Barrier Reef Microbial Genomes Database compiles prokaryotic, viral and eukaryotic genomes from seawater collected from the Great Barrier Reef, providing a rich resource for the study of mar...

nature.com

We have a bunch of MAGs sitting in GenBank queues for many months. I run all MAGs through PGAP so they’re BLAST-able & assigned accessions, which I refer to when discussing genes in MAGs in papers. This has ground to a halt w/ NCBI processing delays in recent years. Is there anyway to expedite this?

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Minibwa is a hybrid of bwa-mem and minimap2 and the successor of bwa-mem for short-read mapping. ~4X/2.5X as fast as bwa-mem/bwa-mem2 for WGS reads at comparable accuracy. Native support of directional bisulfite-seq. Applicable to long reads. Preprint at arxiv.org/abs/2606.15357

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On real 16S ONT amplicon data, savont gets a lot more diversity and ASVs compared to existing methods. But these aren't just false positives. The dataset (from @mkddueholm.bsky.social and team) had paired PacBio HiFi data as a orthogonal reference: ~98% of the ONT ASVs mapped perfectly. 5/6

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For long 16S nanopore amplicons (R10.4, sup-basecalled), savont requires 5-16x less depth for capturing ASVs. This improvement is more stark for longer amplicons (e.g. rRNA operon). For HiFi, savont + existing ASV methods are comparable, although savont misses a few intragenomic 16S copies. 4/6

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Savont instead uses a high-resolution clustering approach: cluster similar reads --> create an error-free consensus. The problem is resolving clusters at the single nucleotide level to get true ASVs. To do this, we adopted the "SNPmer" technique: cluster reads by their polymorphic k-mers. 3/6

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Our method, savont, for generating amplicon sequence variants (ASVs) for long-read amplicons is now on bioRxiv. Work with @lh3lh3.bsky.social and help from @mkddueholm.bsky.social and team (Marie Riisgaard-Jensen, @kirk3gaard.bsky.social, Kasper Skytte Andersen) github.com/bluenote-157... 1/6

bioRxiv Bioinfo@biorxiv-bioinfo.bsky.social · 2mo ago

Sensitive long-read amplicon sequence variant recovery with savont https://www.biorxiv.org/content/10.64898/2026.05.26.727271v1

For many years you needed UMIs and similar dark molecular biology magic to get perfect amplicon sequences from @nanoporetech.com data. With recent accuracy improvements+really clever algorithms that is now changed. Savont unlocks ASVs from low coverage nanopore amplicon data 🤯🤯🤯

Jim Shaw@jimshaw.bsky.social · 2mo ago

Our method, savont, for generating amplicon sequence variants (ASVs) for long-read amplicons is now on bioRxiv. Work with @lh3lh3.bsky.social and help from @mkddueholm.bsky.social and team (Marie Riisgaard-Jensen, @kirk3gaard.bsky.social, Kasper Skytte Andersen) github.com/bluenote-157... 1/6

Between making ONT ASVs possible (Savont), meaningfully improving metagenomic assembly (Myloasm), and highly accurate metagenimic taxonomic profiling (Sylph), @jimshaw.bsky.social is kicking goals lately.

Christine He@christinehe.bsky.social · 2mo ago

Come to ONT's industry event at ASM to hear about two exciting new tools from @jimshaw.bsky.social! SNPmers (polymorphic kmers) are leveraged for impressive performance in both myloasm (metagenomic assembly) and savont (16S ASVs). Registration link 👇

Come to ONT's industry event at ASM to hear about two exciting new tools from @jimshaw.bsky.social! SNPmers (polymorphic kmers) are leveraged for impressive performance in both myloasm (metagenomic assembly) and savont (16S ASVs). Registration link 👇

Oxford Nanopore@nanoporetech.com · 2mo ago

Join Jim Shaw at #ASMicrobe to uncover how to unlock high-resolution, strain-level microbiome insights. Learn how this is could be crucial to helping deliver more precise diagnostics and treatment in the future. https://bit.ly/4v4XuKE